Information processing apparatus, information processing method, and computer program product
By using data assimilation and user classification through information processing devices, the processing load and accuracy issues of estimating vehicle deterioration indicators have been resolved, enabling early and accurate prediction and efficient processing of vehicle deterioration.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- HONDA MOTOR CO LTD
- Filing Date
- 2025-11-28
- Publication Date
- 2026-06-02
AI Technical Summary
Existing technologies suffer from excessive processing load and difficulty in achieving good accuracy when estimating vehicle degradation indicators, especially for traceability data of recently released models, where statistical reliability and stability are insufficient.
Using an information processing device, machine learning models and data assimilation processing are employed to classify users based on traceability data from monitored vehicles, generate multiple pre-emptive candidate inference data, and select the optimal pre-emptive inference data through data assimilation processing. Combined with observation data, the degradation indicators are accurately inferred.
It effectively reduces the processing load, improves the estimation accuracy of degradation indicators, enables accurate predictions that conform to user usage patterns at an early stage, reflects the understanding in the vehicle design stage, and improves the statistical reliability of data.
Smart Images
Figure CN122126286A_ABST